ResearchBenchmarksDimensionality Reduction on CIFAR-10 (Aggregated local-global score)Follow0.66Aggregated Local-Global ScoreDREAMS0.00480.17490.3450.5151Aug 19, 2025Evaluation ResultsMethodMethodLinksAggregated Local-Global ScoreDREAMSλ=0.15λ=0.152025.080.66DREAMS-MDS2025.080.62SQuadMDS-hybrid2025.080.58t-SNE2025.080.56MDS2025.080.5PCA2025.080.32TriMap2025.080.25StarMAP2025.080.16UMAP2025.080.16PaCMAP2025.080.15PHATE2025.080.03